Search result for Mathematics for machine learning: pca Online Courses & Certifications
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Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. Bayesian methods also allow us to estimate uncertainty in predictions, which is a desirable feature for fields like medicine. Example: EM for discrete mixture, E-step EM for Probabilistic PCA GP for machine learning...
Foundations of Data Science: K-Means Clustering in Python
by Dr Matthew Yee-King , Dr Betty Fyn-Sydney , Dr Jamie A Ward , Dr Larisa Soldatova- 4.6
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Approx. 29 hours to complete
Machine Learning Week 2: Means and Deviations in Mathematics and Python For Loops in Python Documentation for sklearn. 1 Can a Machine Detect Fake Notes? 2 Working for a Client Week 5 Code Resource – the Dataset for our Project Additional Recommended Reading for Week 5...
Modern Artificial Intelligence Masterclass: Build 6 Projects
by Dr. Ryan Ahmed, Ph.D., MBA- 4.5
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15 hours on-demand video
For companies to become competitive and skyrocket their growth, they need to leverage AI power to improve processes, reduce cost and increase revenue. Furthermore, the course has been carefully designed to cover key aspects of AI such as Machine learning, deep learning, and computer vision. Understand the underlying theory and mathematics behind DeepDream algorithm for Art generation....
$12.99
Customer Analytics in Python 2021
by 365 Careers- 4.5
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5 hours on-demand video
Through the descriptive analysis, we will form our hypotheses about our segments, thus ultimately setting the ground for the subsequent modeling. After that, we will be ready to engage with elasticity modeling for purchase probability, brand choice, and purchase quantity Combine PCA and K-means for even more professional customer segmentation;...
$13.99
Deep Learning with TensorFlow 2.0 [2021]
by 365 Careers- 4.7
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6 hours on-demand video
Data scientists, machine learning engineers, and AI researchers all have their own skillsets. We fully explain the theory from the mathematics behind the algorithms to the state-of-the-art initialization methods, plus so much more. Of course, you’ll get fully acquainted with Google’ TensorFlow and NumPy, two tools essential for creating and understanding Deep Learning algorithms....
$21.99
Algorithmic Trading & Time Series Analysis in Python and R
by Holczer Balazs- 4.3
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17.5 hours on-demand video
Technical Analysis (SMA and RSI), Time Series Analysis (ARIMA and GRACH), Machine Learning and Mean-Reversion Strategies support vector machine trading strategy Thanks for joining my course, let's get started!...
$17.99
Data Science & Real World Computing with Jupyter Notebook
by Packt Publishing- 3.6
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8.5 hours on-demand video
The first course, Jupyter for Data Science gets you started with data science using the popular Jupyter Notebook. The course also explains how Python 3, R, and Julia can be integrated with Jupyter for various data science tasks. He also worked as an external associate at the Ruđer Bošković Institute, researching machine learning methods for forecasting financial crises....
$9.99
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AI-100 & DP 100 practice Test: Real Exam Questions
by EXAM SUCCESS- 0.0
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May include but is not limited to: Identify the appropriate storage capacity, storage types and storage locations for a solution, determine the storage technologies that the solution should use, identify the appropriate storage architecture for the solution, identify components and technologies required to connect data Prepare data for modeling (25-30%)...
$12.99
Data Science and Machine Learning with Python and Libraries
by The Data X Startup- 4.3
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7 hours on-demand video
Learn Data Science and Machine Learning with Python and Libraries such as Numpy, Matplotlib, Pandas and much more The need for data science Therefore, it holds the career for tomorrow. As for the additional cash compensation, it ranges from $3,850 - $26,084, with an average of $11,258. Using Python Libraries for Data Science Machine Learning...
$11.99
Learn Python Programming to Land up in a Job
by Suresh M S- 3.7
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17.5 hours on-demand video
In this section We will get this answer and realize how our software code gets executed on a physical(hardware) machine We are going to understand and get the answer for each of our questions on variables in Python and get to know how easy it is to develop applications with them...
$12.99
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